{"id":"W203757376","doi":"","title":"Evaluating causes of death and morbidity in Iran, global burden of diseases, injuries, and risk factors study 2010.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":194,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Life expectancy; Medicine; Years of potential life lost; Disease; Cause of death; Burden of disease; Pediatrics; Demography; Injury prevention; Poison control; Environmental health; Population; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002510753,0.00008337107,0.0002928083,0.00006162941,0.0001738909,0.000003458037,0.00006060158,0.00008478104,0.00001267295],"category_scores_gemma":[0.003818673,0.00006484412,0.00001268568,0.0001140394,0.00005506461,0.00009442395,0.00008327594,0.0002248946,7.703954e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006321612,"about_ca_system_score_gemma":0.00007538309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01603529,"about_ca_topic_score_gemma":0.000875393,"domain_scores_codex":[0.9980074,0.0006762152,0.000626431,0.0001257371,0.0002861965,0.0002780861],"domain_scores_gemma":[0.998542,0.0006492903,0.0003838262,0.0001464596,0.00007029404,0.0002081015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005299725,0.00003883758,0.9774607,0.0004260356,0.000009485636,6.749993e-8,0.003285319,0.000008963366,2.545467e-7,0.00008899693,0.0001255353,0.01850281],"study_design_scores_gemma":[0.00107675,0.0001056077,0.9951308,0.00005786843,0.00004525184,5.461092e-8,0.00210739,0.0009468295,0.000001457584,0.0003728289,0.0001031881,0.00005198325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978319,0.0001782306,0.00002654636,0.00009437089,0.0001916041,0.00125735,0.0000899322,0.00001789535,0.0003121518],"genre_scores_gemma":[0.9994695,0.0001159249,0.0000432102,0.00003521337,0.00006388194,0.00022877,0.000008934448,0.000004034478,0.00003055006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01845083,"threshold_uncertainty_score":0.990517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3093862088744037,"score_gpt":0.4648304943166247,"score_spread":0.155444285442221,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}